Pandas Profiling Report

Dataset statistics

Number of variables	24
Number of observations	36646
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	6.7 MiB
Average record size in memory	192.0 B

Variable types

Categorical	3
Unsupported	1
Numeric	20

Warnings

`100M et +.1` has constant value "0"	Constant
`Unnamed: 0` has a high cardinality: 36646 distinct values	High cardinality
`Unnamed: 2` has a high cardinality: 104 distinct values	High cardinality
`éligibles` is highly correlated with `éligibles.1`	High correlation
`3M et +` is highly correlated with `3M et +.1`	High correlation
`8M et +` is highly correlated with `8M et +.1`	High correlation
`éligibles.1` is highly correlated with `éligibles`	High correlation
`3M et +.1` is highly correlated with `3M et +`	High correlation
`8M et +.1` is highly correlated with `8M et +`	High correlation
`éligibles.2` is highly correlated with `3M et +.2` and 3 other fields	High correlation
`3M et +.2` is highly correlated with `éligibles.2` and 3 other fields	High correlation
`8M et +.2` is highly correlated with `éligibles.2` and 3 other fields	High correlation
`30M et +.2` is highly correlated with `éligibles.2` and 3 other fields	High correlation
`100M et +.2` is highly correlated with `éligibles.2` and 3 other fields	High correlation
`éligibles.3` is highly correlated with `3M et +.3` and 3 other fields	High correlation
`3M et +.3` is highly correlated with `éligibles.3` and 3 other fields	High correlation
`8M et +.3` is highly correlated with `éligibles.3` and 3 other fields	High correlation
`30M et +.3` is highly correlated with `éligibles.3` and 3 other fields	High correlation
`100M et +.3` is highly correlated with `éligibles.3` and 3 other fields	High correlation
`Unnamed: 3` is highly skewed (γ1 = 125.4784865)	Skewed
`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique
`Unnamed: 1` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`3M et +` has 4051 (11.1%) zeros	Zeros
`8M et +` has 7913 (21.6%) zeros	Zeros
`30M et +` has 18350 (50.1%) zeros	Zeros
`100M et +` has 33793 (92.2%) zeros	Zeros
`3M et +.1` has 4208 (11.5%) zeros	Zeros
`8M et +.1` has 8278 (22.6%) zeros	Zeros
`30M et +.1` has 19602 (53.5%) zeros	Zeros
`éligibles.2` has 35527 (96.9%) zeros	Zeros
`3M et +.2` has 35527 (96.9%) zeros	Zeros
`8M et +.2` has 35527 (96.9%) zeros	Zeros
`30M et +.2` has 35527 (96.9%) zeros	Zeros
`100M et +.2` has 35643 (97.3%) zeros	Zeros
`éligibles.3` has 34361 (93.8%) zeros	Zeros
`3M et +.3` has 34361 (93.8%) zeros	Zeros
`8M et +.3` has 34361 (93.8%) zeros	Zeros
`30M et +.3` has 34361 (93.8%) zeros	Zeros
`100M et +.3` has 34361 (93.8%) zeros	Zeros

Reproduction

Analysis started	2021-02-18 21:09:41.724791
Analysis finished	2021-02-18 21:10:25.255625
Duration	43.53 seconds
Software version	pandas-profiling v2.10.0
Download configuration	config.yaml

Unnamed: 0
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	36646
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	286.4 KiB

60375	1
60437	1
52476	1
30100	1
79118	1
Other values (36641)	36641

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	183230
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	36646 ?
Unique (%)	100.0%

Sample

1st row	01001
2nd row	01002
3rd row	01004
4th row	01005
5th row	01006

Value	Count	Frequency (%)
60375	1	< 0.1%
60437	1	< 0.1%
52476	1	< 0.1%
30100	1	< 0.1%
79118	1	< 0.1%
13113	1	< 0.1%
43034	1	< 0.1%
53168	1	< 0.1%
83132	1	< 0.1%
39330	1	< 0.1%
Other values (36636)	36636	> 99.9%

Histogram of lengths of the category

Value	Count	Frequency (%)
60375	1	< 0.1%
62896	1	< 0.1%
52307	1	< 0.1%
24547	1	< 0.1%
50261	1	< 0.1%
17052	1	< 0.1%
11164	1	< 0.1%
61408	1	< 0.1%
63192	1	< 0.1%
64485	1	< 0.1%
Other values (36636)	36636	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
1	24306	13.3%
2	23657	12.9%
0	23284	12.7%
3	19369	10.6%
5	17728	9.7%
4	17481	9.5%
6	16386	8.9%
7	15676	8.6%
8	13853	7.6%
9	11130	6.1%
Other values (2)	360	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	182870	99.8%
Uppercase Letter	360	0.2%

Most frequent character per category

Value	Count	Frequency (%)
1	24306	13.3%
2	23657	12.9%
0	23284	12.7%
3	19369	10.6%
5	17728	9.7%
4	17481	9.6%
6	16386	9.0%
7	15676	8.6%
8	13853	7.6%
9	11130	6.1%

Value	Count	Frequency (%)
B	236	65.6%
A	124	34.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	182870	99.8%
Latin	360	0.2%

Most frequent character per script

Value	Count	Frequency (%)
1	24306	13.3%
2	23657	12.9%
0	23284	12.7%
3	19369	10.6%
5	17728	9.7%
4	17481	9.6%
6	16386	9.0%
7	15676	8.6%
8	13853	7.6%
9	11130	6.1%

Value	Count	Frequency (%)
B	236	65.6%
A	124	34.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	183230	100.0%

Most frequent character per block

Value	Count	Frequency (%)
1	24306	13.3%
2	23657	12.9%
0	23284	12.7%
3	19369	10.6%
5	17728	9.7%
4	17481	9.5%
6	16386	8.9%
7	15676	8.6%
8	13853	7.6%
9	11130	6.1%
Other values (2)	360	0.2%

Unnamed: 1
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	286.4 KiB

Unnamed: 2
Categorical

HIGH CARDINALITY

Distinct	104
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	286.4 KiB

62	895
02	816
80	782
76	745
57	730
Other values (99)	32678

Length

Max length	3
Median length	2
Mean length	2.003629318
Min length	2

Characters and Unicode

Total characters	73425
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	01
2nd row	01
3rd row	01
4th row	01
5th row	01

Value	Count	Frequency (%)
62	895	2.4%
02	816	2.2%
80	782	2.1%
76	745	2.0%
57	730	2.0%
21	706	1.9%
14	705	1.9%
60	692	1.9%
27	675	1.8%
59	650	1.8%
Other values (94)	29250	79.8%

Histogram of lengths of the category

Value	Count	Frequency (%)
62	895	2.4%
02	816	2.2%
80	782	2.1%
76	745	2.0%
57	730	2.0%
21	706	1.9%
14	705	1.9%
60	692	1.9%
27	675	1.8%
59	650	1.8%
Other values (94)	29250	79.8%

Most occurring characters

Value	Count	Frequency (%)
2	8820	12.0%
1	8391	11.4%
5	8110	11.0%
7	8095	11.0%
6	8042	11.0%
0	7062	9.6%
3	6994	9.5%
8	6672	9.1%
4	6648	9.1%
9	4231	5.8%
Other values (2)	360	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	73065	99.5%
Uppercase Letter	360	0.5%

Most frequent character per category

Value	Count	Frequency (%)
2	8820	12.1%
1	8391	11.5%
5	8110	11.1%
7	8095	11.1%
6	8042	11.0%
0	7062	9.7%
3	6994	9.6%
8	6672	9.1%
4	6648	9.1%
9	4231	5.8%

Value	Count	Frequency (%)
B	236	65.6%
A	124	34.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	73065	99.5%
Latin	360	0.5%

Most frequent character per script

Value	Count	Frequency (%)
2	8820	12.1%
1	8391	11.5%
5	8110	11.1%
7	8095	11.1%
6	8042	11.0%
0	7062	9.7%
3	6994	9.6%
8	6672	9.1%
4	6648	9.1%
9	4231	5.8%

Value	Count	Frequency (%)
B	236	65.6%
A	124	34.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73425	100.0%

Most frequent character per block

Value	Count	Frequency (%)
2	8820	12.0%
1	8391	11.4%
5	8110	11.0%
7	8095	11.0%
6	8042	11.0%
0	7062	9.6%
3	6994	9.5%
8	6672	9.1%
4	6648	9.1%
9	4231	5.8%
Other values (2)	360	0.5%

Unnamed: 3
Real number (ℝ_≥0)

SKEWED

Distinct	4246
Distinct (%)	11.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1038.543197
Minimum	0
Maximum	1761772
Zeros	2
Zeros (%)	< 0.1%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	47
Q1	120
median	248
Q3	587
95-th percentile	3177.75
Maximum	1761772
Range	1761772
Interquartile range (IQR)	467

Descriptive statistics

Standard deviation	10743.38235
Coefficient of variation (CV)	10.34466586
Kurtosis	19861.93725
Mean	1038.543197
Median Absolute Deviation (MAD)	161
Skewness	125.4784865
Sum	38058454
Variance	115420264.4
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
81	123	0.3%
60	122	0.3%
88	122	0.3%
83	117	0.3%
90	116	0.3%
52	115	0.3%
78	115	0.3%
56	114	0.3%
70	113	0.3%
82	112	0.3%
Other values (4236)	35477	96.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	1	< 0.1%
4	4	< 0.1%
5	1	< 0.1%
6	2	< 0.1%

Value	Count	Frequency (%)
1761772	1	< 0.1%
485362	1	< 0.1%
327383	1	< 0.1%
298754	1	< 0.1%
261913	1	< 0.1%

éligibles
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	742
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.9676065601
Minimum	0
Maximum	1
Zeros	261
Zeros (%)	0.7%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.841
Q1	0.995
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.005

Descriptive statistics

Standard deviation	0.127879942
Coefficient of variation (CV)	0.1321610944
Kurtosis	36.77812021
Mean	0.9676065601
Median Absolute Deviation (MAD)	0
Skewness	-5.851331794
Sum	35458.91
Variance	0.01635327956
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	25383	69.3%
0.999	565	1.5%
0.997	515	1.4%
0.998	502	1.4%
0.996	452	1.2%
0.995	405	1.1%
0.994	351	1.0%
0.993	334	0.9%
0.991	273	0.7%
0.992	262	0.7%
Other values (732)	7604	20.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	261	0.7%
0.004	1	< 0.1%
0.005	1	< 0.1%
0.007	2	< 0.1%
0.008	1	< 0.1%

Value	Count	Frequency (%)
1	25383	69.3%
0.999	565	1.5%
0.998	502	1.4%
0.997	515	1.4%
0.996	452	1.2%

3M et +
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	1001
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.6913758391
Minimum	0
Maximum	1
Zeros	4051
Zeros (%)	11.1%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.42325
median	0.891
Q3	0.988
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.56475

Descriptive statistics

Standard deviation	0.3721253855
Coefficient of variation (CV)	0.5382389207
Kurtosis	-0.757399475
Mean	0.6913758391
Median Absolute Deviation (MAD)	0.109
Skewness	-0.9398393482
Sum	25336.159
Variance	0.1384773025
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	5724	15.6%
0	4051	11.1%
0.997	358	1.0%
0.998	356	1.0%
0.996	330	0.9%
0.995	325	0.9%
0.999	313	0.9%
0.994	295	0.8%
0.993	285	0.8%
0.992	262	0.7%
Other values (991)	24347	66.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4051	11.1%
0.001	3	< 0.1%
0.002	13	< 0.1%
0.003	24	0.1%
0.004	35	0.1%

Value	Count	Frequency (%)
1	5724	15.6%
0.999	313	0.9%
0.998	356	1.0%
0.997	358	1.0%
0.996	330	0.9%

8M et +
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	1001
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5348155597
Minimum	0
Maximum	1
Zeros	7913
Zeros (%)	21.6%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.02325
median	0.676
Q3	0.932
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.90875

Descriptive statistics

Standard deviation	0.4063775416
Coefficient of variation (CV)	0.7598461455
Kurtosis	-1.658953964
Mean	0.5348155597
Median Absolute Deviation (MAD)	0.316
Skewness	-0.2553374219
Sum	19598.851
Variance	0.1651427063
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7913	21.6%
1	2810	7.7%
0.995	201	0.5%
0.997	191	0.5%
0.993	191	0.5%
0.998	172	0.5%
0.994	169	0.5%
0.996	162	0.4%
0.992	161	0.4%
0.999	143	0.4%
Other values (991)	24533	66.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7913	21.6%
0.001	8	< 0.1%
0.002	33	0.1%
0.003	68	0.2%
0.004	69	0.2%

Value	Count	Frequency (%)
1	2810	7.7%
0.999	143	0.4%
0.998	172	0.5%
0.997	191	0.5%
0.996	162	0.4%

30M et +
Real number (ℝ_≥0)

ZEROS

Distinct	1001
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2406472739
Minimum	0
Maximum	1
Zeros	18350
Zeros (%)	50.1%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.47
95-th percentile	0.929
Maximum	1
Range	1
Interquartile range (IQR)	0.47

Descriptive statistics

Standard deviation	0.3201325868
Coefficient of variation (CV)	1.330297998
Kurtosis	-0.3587323524
Mean	0.2406472739
Median Absolute Deviation (MAD)	0
Skewness	1.017362346
Sum	8818.76
Variance	0.1024848732
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18350	50.1%
1	314	0.9%
0.006	83	0.2%
0.003	80	0.2%
0.005	75	0.2%
0.007	63	0.2%
0.008	62	0.2%
0.009	60	0.2%
0.002	60	0.2%
0.004	60	0.2%
Other values (991)	17439	47.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18350	50.1%
0.001	51	0.1%
0.002	60	0.2%
0.003	80	0.2%
0.004	60	0.2%

Value	Count	Frequency (%)
1	314	0.9%
0.999	20	0.1%
0.998	19	0.1%
0.997	22	0.1%
0.996	22	0.1%

100M et +
Real number (ℝ_≥0)

ZEROS

Distinct	859
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.04872700977
Minimum	0
Maximum	1
Zeros	33793
Zeros (%)	92.2%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.54675
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1926658895
Coefficient of variation (CV)	3.953985488
Kurtosis	14.62049878
Mean	0.04872700977
Median Absolute Deviation (MAD)	0
Skewness	3.9949053
Sum	1785.65
Variance	0.03712014499
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33793	92.2%
1	53	0.1%
0.001	25	0.1%
0.002	21	0.1%
0.981	17	< 0.1%
0.994	17	< 0.1%
0.999	17	< 0.1%
0.003	16	< 0.1%
0.972	15	< 0.1%
0.986	14	< 0.1%
Other values (849)	2658	7.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	33793	92.2%
0.001	25	0.1%
0.002	21	0.1%
0.003	16	< 0.1%
0.004	11	< 0.1%

Value	Count	Frequency (%)
1	53	0.1%
0.999	17	< 0.1%
0.998	12	< 0.1%
0.997	11	< 0.1%
0.996	11	< 0.1%

éligibles.1
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	749
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.9669435409
Minimum	0
Maximum	1
Zeros	267
Zeros (%)	0.7%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.836
Q1	0.995
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.005

Descriptive statistics

Standard deviation	0.1295782678
Coefficient of variation (CV)	0.1340081012
Kurtosis	35.69784038
Mean	0.9669435409
Median Absolute Deviation (MAD)	0
Skewness	-5.772849645
Sum	35434.613
Variance	0.0167905275
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	25332	69.1%
0.999	570	1.6%
0.997	515	1.4%
0.998	498	1.4%
0.996	450	1.2%
0.995	404	1.1%
0.994	352	1.0%
0.993	330	0.9%
0.991	272	0.7%
0	267	0.7%
Other values (739)	7656	20.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	267	0.7%
0.004	1	< 0.1%
0.005	1	< 0.1%
0.007	2	< 0.1%
0.008	1	< 0.1%

Value	Count	Frequency (%)
1	25332	69.1%
0.999	570	1.6%
0.998	498	1.4%
0.997	515	1.4%
0.996	450	1.2%

3M et +.1
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	1001
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.6774981717
Minimum	0
Maximum	1
Zeros	4208
Zeros (%)	11.5%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.374
median	0.8755
Q3	0.985
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.611

Descriptive statistics

Standard deviation	0.3757549016
Coefficient of variation (CV)	0.5546212777
Kurtosis	-0.8944526471
Mean	0.6774981717
Median Absolute Deviation (MAD)	0.1245
Skewness	-0.8660662376
Sum	24827.598
Variance	0.1411917461
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	5573	15.2%
0	4208	11.5%
0.998	328	0.9%
0.997	320	0.9%
0.996	301	0.8%
0.995	297	0.8%
0.994	273	0.7%
0.993	263	0.7%
0.999	259	0.7%
0.992	251	0.7%
Other values (991)	24573	67.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4208	11.5%
0.001	4	< 0.1%
0.002	17	< 0.1%
0.003	25	0.1%
0.004	37	0.1%

Value	Count	Frequency (%)
1	5573	15.2%
0.999	259	0.7%
0.998	328	0.9%
0.997	320	0.9%
0.996	301	0.8%

8M et +.1
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	1001
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5104984446
Minimum	0
Maximum	1
Zeros	8278
Zeros (%)	22.6%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.014
median	0.618
Q3	0.915
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.901

Descriptive statistics

Standard deviation	0.4054091372
Coefficient of variation (CV)	0.7941437266
Kurtosis	-1.693928437
Mean	0.5104984446
Median Absolute Deviation (MAD)	0.368
Skewness	-0.1543132338
Sum	18707.726
Variance	0.1643565685
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8278	22.6%
1	2704	7.4%
0.995	176	0.5%
0.993	173	0.5%
0.997	167	0.5%
0.994	144	0.4%
0.998	141	0.4%
0.992	140	0.4%
0.996	133	0.4%
0.989	124	0.3%
Other values (991)	24466	66.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8278	22.6%
0.001	12	< 0.1%
0.002	40	0.1%
0.003	77	0.2%
0.004	78	0.2%

Value	Count	Frequency (%)
1	2704	7.4%
0.999	104	0.3%
0.998	141	0.4%
0.997	167	0.5%
0.996	133	0.4%

30M et +.1
Real number (ℝ_≥0)

ZEROS

Distinct	1000
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1970353927
Minimum	0
Maximum	1
Zeros	19602
Zeros (%)	53.5%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.383
95-th percentile	0.824
Maximum	1
Range	1
Interquartile range (IQR)	0.383

Descriptive statistics

Standard deviation	0.2856737063
Coefficient of variation (CV)	1.449859857
Kurtosis	0.343162353
Mean	0.1970353927
Median Absolute Deviation (MAD)	0
Skewness	1.255330042
Sum	7220.559
Variance	0.08160946648
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	19602	53.5%
1	254	0.7%
0.003	90	0.2%
0.006	89	0.2%
0.005	78	0.2%
0.002	73	0.2%
0.001	72	0.2%
0.008	71	0.2%
0.004	70	0.2%
0.009	69	0.2%
Other values (990)	16178	44.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19602	53.5%
0.001	72	0.2%
0.002	73	0.2%
0.003	90	0.2%
0.004	70	0.2%

Value	Count	Frequency (%)
1	254	0.7%
0.998	2	< 0.1%
0.997	5	< 0.1%
0.996	7	< 0.1%
0.995	21	0.1%

100M et +.1
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	286.4 KiB

0	36646

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	36646
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	36646	100.0%

Histogram of lengths of the category

Value	Count	Frequency (%)
0	36646	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	36646	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	36646	100.0%

Most frequent character per category

Value	Count	Frequency (%)
0	36646	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	36646	100.0%

Most frequent character per script

Value	Count	Frequency (%)
0	36646	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	36646	100.0%

Most frequent character per block

Value	Count	Frequency (%)
0	36646	100.0%

éligibles.2
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	456
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.02183206898
Minimum	0
Maximum	1
Zeros	35527
Zeros (%)	96.9%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1351048095
Coefficient of variation (CV)	6.188364905
Kurtosis	38.02063187
Mean	0.02183206898
Median Absolute Deviation (MAD)	0
Skewness	6.251729216
Sum	800.058
Variance	0.01825330955
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35527	96.9%
1	24	0.1%
0.002	24	0.1%
0.001	23	0.1%
0.969	12	< 0.1%
0.983	11	< 0.1%
0.981	10	< 0.1%
0.99	10	< 0.1%
0.991	10	< 0.1%
0.975	10	< 0.1%
Other values (446)	985	2.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	35527	96.9%
0.001	23	0.1%
0.002	24	0.1%
0.003	9	< 0.1%
0.004	4	< 0.1%

Value	Count	Frequency (%)
1	24	0.1%
0.999	8	< 0.1%
0.998	4	< 0.1%
0.997	1	< 0.1%
0.996	6	< 0.1%

3M et +.2
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	456
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.02183206898
Minimum	0
Maximum	1
Zeros	35527
Zeros (%)	96.9%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1351048095
Coefficient of variation (CV)	6.188364905
Kurtosis	38.02063187
Mean	0.02183206898
Median Absolute Deviation (MAD)	0
Skewness	6.251729216
Sum	800.058
Variance	0.01825330955
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35527	96.9%
1	24	0.1%
0.002	24	0.1%
0.001	23	0.1%
0.969	12	< 0.1%
0.983	11	< 0.1%
0.981	10	< 0.1%
0.99	10	< 0.1%
0.991	10	< 0.1%
0.975	10	< 0.1%
Other values (446)	985	2.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	35527	96.9%
0.001	23	0.1%
0.002	24	0.1%
0.003	9	< 0.1%
0.004	4	< 0.1%

Value	Count	Frequency (%)
1	24	0.1%
0.999	8	< 0.1%
0.998	4	< 0.1%
0.997	1	< 0.1%
0.996	6	< 0.1%

8M et +.2
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	456
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.02183206898
Minimum	0
Maximum	1
Zeros	35527
Zeros (%)	96.9%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1351048095
Coefficient of variation (CV)	6.188364905
Kurtosis	38.02063187
Mean	0.02183206898
Median Absolute Deviation (MAD)	0
Skewness	6.251729216
Sum	800.058
Variance	0.01825330955
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35527	96.9%
1	24	0.1%
0.002	24	0.1%
0.001	23	0.1%
0.969	12	< 0.1%
0.983	11	< 0.1%
0.981	10	< 0.1%
0.99	10	< 0.1%
0.991	10	< 0.1%
0.975	10	< 0.1%
Other values (446)	985	2.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	35527	96.9%
0.001	23	0.1%
0.002	24	0.1%
0.003	9	< 0.1%
0.004	4	< 0.1%

Value	Count	Frequency (%)
1	24	0.1%
0.999	8	< 0.1%
0.998	4	< 0.1%
0.997	1	< 0.1%
0.996	6	< 0.1%

30M et +.2
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	456
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.02183206898
Minimum	0
Maximum	1
Zeros	35527
Zeros (%)	96.9%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1351048095
Coefficient of variation (CV)	6.188364905
Kurtosis	38.02063187
Mean	0.02183206898
Median Absolute Deviation (MAD)	0
Skewness	6.251729216
Sum	800.058
Variance	0.01825330955
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35527	96.9%
1	24	0.1%
0.002	24	0.1%
0.001	23	0.1%
0.969	12	< 0.1%
0.983	11	< 0.1%
0.981	10	< 0.1%
0.99	10	< 0.1%
0.991	10	< 0.1%
0.975	10	< 0.1%
Other values (446)	985	2.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	35527	96.9%
0.001	23	0.1%
0.002	24	0.1%
0.003	9	< 0.1%
0.004	4	< 0.1%

Value	Count	Frequency (%)
1	24	0.1%
0.999	8	< 0.1%
0.998	4	< 0.1%
0.997	1	< 0.1%
0.996	6	< 0.1%

100M et +.2
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	443
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.019102576
Minimum	0
Maximum	1
Zeros	35643
Zeros (%)	97.3%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.125983642
Coefficient of variation (CV)	6.595112724
Kurtosis	44.07515468
Mean	0.019102576
Median Absolute Deviation (MAD)	0
Skewness	6.703412722
Sum	700.033
Variance	0.01587187806
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35643	97.3%
0.002	24	0.1%
0.001	21	0.1%
1	20	0.1%
0.003	12	< 0.1%
0.983	9	< 0.1%
0.99	9	< 0.1%
0.969	9	< 0.1%
0.986	9	< 0.1%
0.925	9	< 0.1%
Other values (433)	881	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	35643	97.3%
0.001	21	0.1%
0.002	24	0.1%
0.003	12	< 0.1%
0.004	4	< 0.1%

Value	Count	Frequency (%)
1	20	0.1%
0.999	7	< 0.1%
0.998	4	< 0.1%
0.996	6	< 0.1%
0.995	1	< 0.1%

éligibles.3
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	854
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.03339745129
Minimum	0
Maximum	1
Zeros	34361
Zeros (%)	93.8%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.156
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.154606052
Coefficient of variation (CV)	4.629276965
Kurtosis	23.544453
Mean	0.03339745129
Median Absolute Deviation (MAD)	0
Skewness	4.920467655
Sum	1223.883
Variance	0.0239030313
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34361	93.8%
1	29	0.1%
0.001	20	0.1%
0.003	13	< 0.1%
0.007	11	< 0.1%
0.004	11	< 0.1%
0.009	10	< 0.1%
0.002	9	< 0.1%
0.885	9	< 0.1%
0.005	9	< 0.1%
Other values (844)	2164	5.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	34361	93.8%
0.001	20	0.1%
0.002	9	< 0.1%
0.003	13	< 0.1%
0.004	11	< 0.1%

Value	Count	Frequency (%)
1	29	0.1%
0.999	3	< 0.1%
0.998	3	< 0.1%
0.997	3	< 0.1%
0.996	2	< 0.1%

3M et +.3
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	854
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.03339745129
Minimum	0
Maximum	1
Zeros	34361
Zeros (%)	93.8%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.156
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.154606052
Coefficient of variation (CV)	4.629276965
Kurtosis	23.544453
Mean	0.03339745129
Median Absolute Deviation (MAD)	0
Skewness	4.920467655
Sum	1223.883
Variance	0.0239030313
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34361	93.8%
1	29	0.1%
0.001	20	0.1%
0.003	13	< 0.1%
0.007	11	< 0.1%
0.004	11	< 0.1%
0.009	10	< 0.1%
0.002	9	< 0.1%
0.885	9	< 0.1%
0.005	9	< 0.1%
Other values (844)	2164	5.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	34361	93.8%
0.001	20	0.1%
0.002	9	< 0.1%
0.003	13	< 0.1%
0.004	11	< 0.1%

Value	Count	Frequency (%)
1	29	0.1%
0.999	3	< 0.1%
0.998	3	< 0.1%
0.997	3	< 0.1%
0.996	2	< 0.1%

8M et +.3
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	854
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.03339745129
Minimum	0
Maximum	1
Zeros	34361
Zeros (%)	93.8%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.156
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.154606052
Coefficient of variation (CV)	4.629276965
Kurtosis	23.544453
Mean	0.03339745129
Median Absolute Deviation (MAD)	0
Skewness	4.920467655
Sum	1223.883
Variance	0.0239030313
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34361	93.8%
1	29	0.1%
0.001	20	0.1%
0.003	13	< 0.1%
0.007	11	< 0.1%
0.004	11	< 0.1%
0.009	10	< 0.1%
0.002	9	< 0.1%
0.885	9	< 0.1%
0.005	9	< 0.1%
Other values (844)	2164	5.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	34361	93.8%
0.001	20	0.1%
0.002	9	< 0.1%
0.003	13	< 0.1%
0.004	11	< 0.1%

Value	Count	Frequency (%)
1	29	0.1%
0.999	3	< 0.1%
0.998	3	< 0.1%
0.997	3	< 0.1%
0.996	2	< 0.1%

30M et +.3
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	854
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.03339745129
Minimum	0
Maximum	1
Zeros	34361
Zeros (%)	93.8%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.156
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.154606052
Coefficient of variation (CV)	4.629276965
Kurtosis	23.544453
Mean	0.03339745129
Median Absolute Deviation (MAD)	0
Skewness	4.920467655
Sum	1223.883
Variance	0.0239030313
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34361	93.8%
1	29	0.1%
0.001	20	0.1%
0.003	13	< 0.1%
0.007	11	< 0.1%
0.004	11	< 0.1%
0.009	10	< 0.1%
0.002	9	< 0.1%
0.885	9	< 0.1%
0.005	9	< 0.1%
Other values (844)	2164	5.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	34361	93.8%
0.001	20	0.1%
0.002	9	< 0.1%
0.003	13	< 0.1%
0.004	11	< 0.1%

Value	Count	Frequency (%)
1	29	0.1%
0.999	3	< 0.1%
0.998	3	< 0.1%
0.997	3	< 0.1%
0.996	2	< 0.1%

100M et +.3
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	854
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.03339745129
Minimum	0
Maximum	1
Zeros	34361
Zeros (%)	93.8%
Memory size	286.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.156
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.154606052
Coefficient of variation (CV)	4.629276965
Kurtosis	23.544453
Mean	0.03339745129
Median Absolute Deviation (MAD)	0
Skewness	4.920467655
Sum	1223.883
Variance	0.0239030313
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34361	93.8%
1	29	0.1%
0.001	20	0.1%
0.003	13	< 0.1%
0.007	11	< 0.1%
0.004	11	< 0.1%
0.009	10	< 0.1%
0.002	9	< 0.1%
0.885	9	< 0.1%
0.005	9	< 0.1%
Other values (844)	2164	5.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	34361	93.8%
0.001	20	0.1%
0.002	9	< 0.1%
0.003	13	< 0.1%
0.004	11	< 0.1%

Value	Count	Frequency (%)
1	29	0.1%
0.999	3	< 0.1%
0.998	3	< 0.1%
0.997	3	< 0.1%
0.996	2	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	Unnamed: 0	Unnamed: 1	Unnamed: 2	Unnamed: 3	éligibles	3M et +	8M et +	30M et +	100M et +	éligibles.1	3M et +.1	8M et +.1	30M et +.1	éligibles.3	3M et +.3	8M et +.3	30M et +.3	100M et +.3
0	01001	L'Abergement-Clémenciat	01	361	1.000	0.456	0.052	0.000	0.000	1.000	0.456	0.052	0.000	0.000	0.000	0.000	0.000	0.000
1	01002	L'Abergement-de-Varey	01	168	0.288	0.076	0.024	0.024	0.024	0.276	0.059	0.000	0.000	0.024	0.024	0.024	0.024	0.024
2	01004	Ambérieu-en-Bugey	01	7501	0.998	0.974	0.898	0.430	0.198	0.998	0.971	0.802	0.232	0.198	0.198	0.198	0.198	0.198
3	01005	Ambérieux-en-Dombes	01	725	1.000	0.993	0.945	0.667	0.036	1.000	0.988	0.940	0.663	0.036	0.036	0.036	0.036	0.036
4	01006	Ambléon	01	73	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
5	01007	Ambronay	01	1240	0.982	0.858	0.852	0.774	0.750	0.778	0.108	0.103	0.025	0.750	0.750	0.750	0.750	0.750
6	01008	Ambutrix	01	373	1.000	0.204	0.000	0.000	0.000	1.000	0.204	0.000	0.000	0.000	0.000	0.000	0.000	0.000
7	01009	Andert-et-Condon	01	199	1.000	0.616	0.584	0.000	0.000	1.000	0.616	0.584	0.000	0.000	0.000	0.000	0.000	0.000
8	01010	Anglefort	01	596	0.964	0.933	0.933	0.933	0.933	0.770	0.000	0.000	0.000	0.933	0.933	0.933	0.933	0.933
9	01011	Apremont	01	199	0.979	0.111	0.000	0.000	0.000	0.979	0.111	0.000	0.000	0.000	0.000	0.000	0.000	0.000

Last rows

	Unnamed: 0	Unnamed: 1	Unnamed: 2	Unnamed: 3	éligibles	3M et +	8M et +	30M et +	éligibles.1	3M et +.1	8M et +.1	30M et +.1
36636	97610	Koungou	976	6716	0.997	0.809	0.723	0.145	0.997	0.809	0.723	0.145
36637	97611	Mamoudzou	976	16489	0.912	0.859	0.765	0.118	0.912	0.859	0.765	0.118
36638	97612	Mtsamboro	976	2365	0.996	0.847	0.614	0.402	0.996	0.847	0.614	0.402
36639	97613	M'Tsangamouji	976	1827	0.999	0.938	0.923	0.130	0.999	0.938	0.923	0.130
36640	97614	Ouangani	976	2370	1.000	0.983	0.776	0.272	1.000	0.983	0.776	0.272
36641	97615	Pamandzi	976	2670	1.000	0.998	0.994	0.564	1.000	0.998	0.994	0.564
36642	97616	Sada	976	2690	0.991	0.965	0.839	0.153	0.991	0.965	0.839	0.153
36643	97617	Tsingoni	976	3099	0.987	0.708	0.706	0.475	0.987	0.708	0.706	0.475
36644	97701	Saint-Barthélemy	977	4693	1.000	0.936	0.762	0.146	1.000	0.936	0.762	0.146
36645	97801	Saint-Martin	978	16932	0.993	0.804	0.668	0.214	0.993	0.804	0.668	0.214

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows